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Provably Efficient Generative Adversarial Imitation Learning for Online
  and Offline Setting with Linear Function Approximation

Provably Efficient Generative Adversarial Imitation Learning for Online and Offline Setting with Linear Function Approximation

19 August 2021
Zhihan Liu
Yufeng Zhang
Zuyue Fu
Zhuoran Yang
Zhaoran Wang
    OffRL
ArXiv (abs)PDFHTMLGithub

Papers citing "Provably Efficient Generative Adversarial Imitation Learning for Online and Offline Setting with Linear Function Approximation"

6 / 6 papers shown
Near-Optimal Second-Order Guarantees for Model-Based Adversarial Imitation Learning
Near-Optimal Second-Order Guarantees for Model-Based Adversarial Imitation Learning
Shangzhe Li
Dongruo Zhou
Weitong Zhang
OffRL
264
1
0
10 Oct 2025
Provably and Practically Efficient Adversarial Imitation Learning with
  General Function Approximation
Provably and Practically Efficient Adversarial Imitation Learning with General Function ApproximationNeural Information Processing Systems (NeurIPS), 2024
Tian Xu
Zhilong Zhang
Ruishuo Chen
Yihao Sun
Yang Yu
351
3
0
01 Nov 2024
A Dual Approach to Imitation Learning from Observations with Offline
  Datasets
A Dual Approach to Imitation Learning from Observations with Offline Datasets
Harshit S. Sikchi
Caleb Chuck
Amy Zhang
S. Niekum
OffRL
310
9
0
13 Jun 2024
Dual Generator Offline Reinforcement Learning
Dual Generator Offline Reinforcement Learning
Q. Vuong
Aviral Kumar
Sergey Levine
Yevgen Chebotar
OffRL
278
1
0
02 Nov 2022
Understanding Adversarial Imitation Learning in Small Sample Regime: A
  Stage-coupled Analysis
Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-coupled Analysis
Tian Xu
Ziniu Li
Yang Yu
Zhimin Luo
180
11
0
03 Aug 2022
Near-optimal Offline Reinforcement Learning with Linear Representation:
  Leveraging Variance Information with Pessimism
Near-optimal Offline Reinforcement Learning with Linear Representation: Leveraging Variance Information with PessimismInternational Conference on Learning Representations (ICLR), 2022
Ming Yin
Yaqi Duan
Mengdi Wang
Yu Wang
OffRL
315
72
0
11 Mar 2022
1
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